What is statistics for data science?

Statistics for data science refers to the mathematical analysis used to sort, analyze, interpret, and present data. It includes concepts like probability distribution, regression, and over or under-sampling. Descriptive statistics organizes data based on characteristics of the data set, such as normal distribution, central tendency, variability, and standard deviation. Inferential statistics incorporates the use of probability theory to infer characteristics of the data set.

Why learn statistics for data science?

Learning statistics for data science can lead to career opportunities in data science and related fields. As organizations increasingly rely on data to make decisions, they tend to seek out analysts who understand how to work with data and present it to stakeholders. Learning statistics for data science can also provide a good salary. As of 2020, the median pay for computer and information research scientists in the US is $122,840 and the job market remains positive, according to the Bureau of Labor Statistics. Mathematicians and statisticians have a similar job outlook and a median salary of $92,030 per year.

What are typical careers that use statistics for data science?

Data analysis, data architects, data scientists, and information officers typically use statistics for data science in their regular work. Data science is a broad field, and statistics can be useful in other roles that require analyzing and presenting data. This includes data warehouse analysts, data visualization developers, database managers, and machine learning engineers. Additional related fields include financial analysts, teachers, and researchers working for universities and corporate settings.

How can online courses help me learn statistics for data science?

Through online courses, you can learn the fundamentals of statistics for data science, including the theories and techniques statisticians use in their work. Some courses explore fundamental concepts like Bayes’ Theorem and probability theory. Others present methods for calculating and evaluating data sets. You can brush up on your knowledge of programs statisticians use, like Excel and Python, or examine the application of statistics specific fields.

What are the benefits of taking an online Statistics for Data Science course?

Online Statistics for Data Science courses offer a convenient and flexible way to enhance your knowledge or learn new Statistics for Data Science skills. Choose from a wide range of Statistics for Data Science courses offered by top universities and industry leaders tailored to various skill levels.

What Statistics for Data Science courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Statistics for Data Science, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Statistics For Data Science Courses - Learn Statistics For Data Science Online

Explore the Statistics for Data Science Course Catalog

Status: New
Microsoft
Microsoft Excel
Skills you'll gain: Excel Macros, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Dashboard, Forecasting, Data Presentation, Data Storytelling, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Workflow Management, Data Quality, Statistical Analysis, Data Transformation, Data Analysis, UI Components, Data Entry
4
Rating, 4 out of 5 stars
73 reviews
Beginner · Professional Certificate · 3 - 6 Months
Macquarie University
Excel Skills for Business: Advanced
Skills you'll gain: Dashboard, Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Analysis Expressions (DAX), Data Cleansing, Business Intelligence, Data Validation, Financial Modeling, Productivity Software, Financial Analysis, Automation, Data Management
4.7
Rating, 4.7 out of 5 stars
6K reviews
Intermediate · Course · 1 - 3 Months
Meta
Python Data Analytics
Skills you'll gain: Pandas (Python Package), Data Analysis, Exploratory Data Analysis, Data Manipulation, Jupyter, Matplotlib, Regression Analysis, Programming Principles, Data Cleansing, Data Import/Export, Data Visualization Software, Python Programming
4.3
Rating, 4.3 out of 5 stars
191 reviews
Beginner · Course · 1 - 3 Months
University of Pennsylvania
Privacy Law and Data Protection
Skills you'll gain: General Data Protection Regulation (GDPR), Law, Regulation, and Compliance, Information Privacy, Personally Identifiable Information, Regulation and Legal Compliance, Compliance Management, Data Security, Health Care Procedure and Regulation, Data Governance, Compliance Auditing, Incident Response
4.8
Rating, 4.8 out of 5 stars
787 reviews
Mixed · Course · 1 - 4 Weeks
Johns Hopkins University
Advanced Linear Models for Data Science 2: Statistical Linear Models
Skills you'll gain: Regression Analysis, Linear Algebra, R Programming, Data Science, Probability Distribution, Statistical Modeling, Mathematical Modeling, Probability & Statistics, Applied Mathematics, Statistical Analysis, Statistics, Statistical Inference
4.6
Rating, 4.6 out of 5 stars
100 reviews
Advanced · Course · 1 - 4 Weeks
Coursera Project Network
Getting Started with Microsoft Excel
Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Entry, Microsoft 365
4.6
Rating, 4.6 out of 5 stars
12K reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: AI skills
IBM
IBM Full Stack Software Developer
Skills you'll gain: Istio, Node.JS, Software Development Life Cycle, Kubernetes, Unit Testing, Object-Relational Mapping, Cloud Computing Architecture, Server Side, Application Deployment, React Redux, Cloud Services, Cloud-Native Computing, OpenShift, Git (Version Control System), Full-Stack Web Development, HTML and CSS, Cloud Computing, Jupyter, Generative AI, Interviewing Skills
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
54K reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free
Northeastern University
Data Privacy Fundamentals
Skills you'll gain: Information Privacy, Personally Identifiable Information, Data Ethics, Law, Regulation, and Compliance, Data Security, Journalism, Emerging Technologies, Data Collection, Internet Of Things, Machine Learning, Artificial Intelligence
4.8
Rating, 4.8 out of 5 stars
667 reviews
Beginner · Course · 1 - 4 Weeks
Tableau Learning Partner
Data Analysis with Tableau
Skills you'll gain: Exploratory Data Analysis, Tableau Software, Statistical Visualization, Data Analysis, Descriptive Statistics, Predictive Analytics, Data Processing, Box Plots, Statistical Analysis, Data Cleansing, Scatter Plots, Data Visualization Software, Trend Analysis, Analytics, Histogram, Data Transformation, Business Analytics, Data Manipulation, Regression Analysis, Correlation Analysis
4.5
Rating, 4.5 out of 5 stars
83 reviews
Beginner · Course · 1 - 4 Weeks
Institute for the Future
Futures Thinking
Skills you'll gain: Forecasting, Visionary, Proactivity, Innovation, Strategic Thinking, Action Oriented, Creative Thinking, Optimism, Ideation, Planning, Community Organizing, Systems Thinking, Independent Thinking, Dealing With Ambiguity, Trend Analysis, Brainstorming, Market Trend, Game Theory, Storytelling, Culture
4.8
Rating, 4.8 out of 5 stars
1.8K reviews
Beginner · Specialization · 3 - 6 Months
Duke University
Programming Fundamentals
Skills you'll gain: Programming Principles, Algorithms, Pseudocode, Computational Thinking, Computer Programming, Data Structures, Development Testing, Debugging
4.7
Rating, 4.7 out of 5 stars
6.9K reviews
Beginner · Course · 1 - 4 Weeks
Macquarie University
Data Visualization in Excel
Skills you'll gain: Pivot Tables And Charts, Data Storytelling, Data Presentation, Data Visualization Software, Data Visualization, Interactive Data Visualization, Spreadsheet Software, Dashboard, Microsoft Excel, Excel Macros, Infographics, Excel Formulas, Data Analysis, Data Manipulation, Forecasting
4.9
Rating, 4.9 out of 5 stars
1.2K reviews
Intermediate · Course · 1 - 3 Months